Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "158" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 87 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 85 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459904 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.735478 | -0.396550 | -0.906707 | -1.062441 | 1.708710 | 2.165811 | 12.514755 | 36.277167 | 0.6335 | 0.6641 | 0.4197 | nan | nan |
| 2459903 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.062727 | -0.574104 | -1.006781 | -1.146782 | 1.888072 | 1.567900 | 11.760065 | 34.221805 | 0.6361 | 0.6650 | 0.4251 | nan | nan |
| 2459902 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.110425 | -0.523566 | -1.047134 | -1.395879 | 2.179134 | 1.813336 | 5.457251 | 17.763465 | 0.6426 | 0.6671 | 0.4156 | nan | nan |
| 2459901 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.310271 | -0.236160 | -0.927482 | -1.020983 | 3.277509 | 1.981865 | 3.574912 | 14.634394 | 0.6664 | 0.6830 | 0.4083 | nan | nan |
| 2459900 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.324359 | -0.220145 | -0.846010 | -1.043857 | 2.874916 | 1.555697 | 4.520090 | 18.048614 | 0.6046 | 0.6316 | 0.3474 | nan | nan |
| 2459898 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.450312 | -0.513697 | -0.999434 | -1.102429 | 2.178938 | 1.706128 | 11.268624 | 29.269304 | 0.6573 | 0.6785 | 0.4094 | nan | nan |
| 2459897 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.183813 | -0.397319 | -1.097448 | -1.048483 | 1.464455 | 1.020050 | 9.174159 | 27.349480 | 0.6533 | 0.6719 | 0.4133 | nan | nan |
| 2459896 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.304050 | -1.048019 | -1.151630 | -1.289714 | 0.804372 | 0.417638 | 3.267390 | 14.410409 | 0.6534 | 0.6735 | 0.4143 | nan | nan |
| 2459895 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.963069 | -0.746841 | -0.871206 | -1.533517 | 1.843911 | 0.523243 | -0.125157 | -0.484893 | 0.7364 | 0.7354 | 0.2921 | nan | nan |
| 2459894 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.931274 | -0.479998 | -0.845728 | -0.880880 | 1.784032 | 1.022165 | 3.547643 | 19.602276 | 0.6586 | 0.6705 | 0.4004 | nan | nan |
| 2459893 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.423078 | -0.649773 | -1.024435 | -1.020922 | 0.661141 | 0.392881 | 6.754937 | 25.445818 | 0.6661 | 0.6797 | 0.3987 | nan | nan |
| 2459892 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.248510 | -0.619007 | -1.212747 | -1.405270 | 3.040916 | 1.570985 | 7.413858 | 18.788572 | 0.6680 | 0.6848 | 0.3964 | nan | nan |
| 2459891 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.167610 | -0.738991 | -1.136585 | -1.575229 | 1.557908 | -0.645195 | 9.063958 | 16.934755 | 0.6619 | 0.6806 | 0.4009 | nan | nan |
| 2459890 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.504774 | -0.680963 | -0.868174 | -1.962750 | 2.156720 | 0.178051 | 3.926032 | 11.046146 | 0.6636 | 0.6794 | 0.4002 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.047872 | -0.828007 | -1.158470 | -1.592454 | 1.157086 | -0.652191 | 6.416055 | 25.029011 | 0.6710 | 0.6830 | 0.3958 | nan | nan |
| 2459888 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.277020 | -0.832054 | -1.034764 | -1.875463 | 1.064712 | 0.098709 | 1.299594 | 6.212036 | 0.6848 | 0.7006 | 0.3901 | nan | nan |
| 2459887 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.496608 | -0.690786 | -1.157819 | -1.850220 | 0.741977 | 2.310610 | 1.350816 | 12.069595 | 0.6707 | 0.6843 | 0.4012 | nan | nan |
| 2459886 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.497295 | -0.925433 | -1.056094 | -1.530709 | -0.394888 | -0.250105 | -0.605814 | -0.426149 | 0.7412 | 0.7360 | 0.3477 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.132380 | -1.200056 | 1.777895 | 5.039082 | 1.523971 | 1.319672 | 1.520637 | 6.356436 | 0.7043 | 0.7105 | 0.3743 | nan | nan |
| 2459884 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.232854 | -0.794028 | -0.973679 | -1.240784 | 0.986815 | -0.322960 | 4.941708 | 17.995250 | 0.6801 | 0.6852 | 0.4004 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.217663 | -0.626784 | 2.210985 | 4.905740 | 0.864377 | 1.265980 | 17.898764 | 54.636614 | 0.6717 | 0.6868 | 0.4000 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.084237 | -0.179346 | 0.858952 | 3.875641 | 2.239535 | 0.347039 | 4.541654 | 20.116866 | 0.6680 | 0.6787 | 0.4022 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.059366 | -0.336745 | 1.042329 | 5.136069 | 2.003216 | 1.269642 | 17.056676 | 53.420111 | 0.7181 | 0.7355 | 0.3384 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.190264 | -0.728216 | 1.308323 | 4.442685 | 1.939319 | 1.632706 | 8.141127 | 27.105744 | 0.6716 | 0.6863 | 0.4055 | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.129964 | -0.367052 | -0.636918 | -0.828794 | 1.594449 | 0.019883 | 8.811678 | 28.013608 | 0.6523 | 0.6794 | 0.4298 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.558220 | -0.379440 | 2.412764 | 6.141491 | 1.032522 | 1.414477 | 10.155698 | 49.155895 | 0.6650 | 0.6886 | 0.4146 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.005801 | -0.979910 | 1.209767 | 3.654858 | -0.960816 | 12.038826 | 7.802503 | 32.589339 | 0.6932 | 0.6829 | 0.3932 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.364631 | -1.314705 | 1.265453 | 3.364193 | 1.162777 | 0.175506 | 1.998552 | 28.912380 | 0.7078 | 0.7155 | 0.3954 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.761851 | -1.049433 | 0.520802 | 1.183352 | 0.623825 | -0.163233 | 9.795048 | 51.534396 | 0.6960 | 0.6821 | 0.3833 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.511561 | -0.716301 | 0.005757 | 1.464330 | 1.625031 | 0.424879 | 1.468673 | 30.847435 | 0.6981 | 0.6793 | 0.3838 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.743460 | -1.136742 | 0.776723 | 2.673289 | 1.838190 | 1.260347 | 8.345099 | 51.619394 | 0.6895 | 0.6723 | 0.3991 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.422120 | -1.122191 | 0.929355 | 3.238547 | 0.450406 | 0.049764 | 3.803993 | 21.002519 | 0.7018 | 0.6797 | 0.3876 | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.452861 | -1.159013 | 1.373653 | 2.545778 | 3.628477 | 1.485114 | 18.638779 | 56.201699 | 0.6994 | 0.6839 | 0.4004 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.734960 | -1.511108 | 1.420851 | 2.941476 | 1.410984 | 1.176062 | 4.414968 | 22.909660 | 0.7040 | 0.7027 | 0.3963 | nan | nan |
| 2459868 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.440059 | -0.715355 | 0.371746 | 2.220548 | 1.579262 | 0.432191 | 7.374366 | 66.128780 | 0.6839 | 0.6722 | 0.4175 | nan | nan |
| 2459867 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.502421 | -0.567497 | 0.558995 | 1.619648 | 1.784454 | 0.100166 | 4.390692 | 42.410914 | 0.7028 | 0.6851 | 0.4063 | nan | nan |
| 2459866 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.030825 | -0.716124 | 1.035055 | 1.620410 | 3.044469 | 0.357081 | 6.147906 | 16.782018 | 0.7023 | 0.6851 | 0.3992 | nan | nan |
| 2459865 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.826609 | 0.058882 | 10.607540 | 1.220987 | 1.107992 | 0.933626 | 3.457567 | 21.006328 | 0.7240 | 0.7005 | 0.3720 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.725382 | -1.046142 | 7.052584 | -0.299101 | 1.096697 | 0.294238 | 14.267846 | 64.192025 | 0.7049 | 0.6783 | 0.4186 | nan | nan |
| 2459863 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.324694 | -0.899306 | -1.442169 | -0.527457 | 1.077847 | -0.601256 | 3.895892 | 32.447772 | 0.7001 | 0.6698 | 0.4075 | nan | nan |
| 2459862 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.338299 | -0.970309 | 9.208840 | 0.217901 | 1.177056 | -0.433914 | 1.008120 | 14.854586 | 0.6843 | 0.6911 | 0.4237 | nan | nan |
| 2459861 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.952903 | -0.775019 | -2.297753 | -0.412530 | 0.200689 | 0.142559 | 6.630388 | 43.650089 | 0.7108 | 0.6761 | 0.4223 | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.322426 | -1.326849 | 7.929610 | 0.943835 | 1.084864 | 0.535932 | 5.933038 | 22.544171 | 0.7182 | 0.6787 | 0.4204 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.191613 | -0.842616 | -1.968383 | -0.640945 | -0.787057 | -0.609108 | 1.877529 | 13.264295 | 0.7244 | 0.6864 | 0.4140 | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.193926 | -0.714985 | -2.657474 | -0.715508 | -0.059299 | -0.442814 | 5.706956 | 28.456871 | 0.7340 | 0.6911 | 0.4268 | 3.529674 | 3.271233 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.714143 | 2.625514 | -1.658811 | -0.128596 | 13.882673 | 10.924648 | 20.123718 | 37.070348 | 0.0261 | 0.0249 | 0.0007 | nan | nan |
| 2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.034370 | -1.188884 | 7.823782 | 1.375086 | 1.137805 | 0.489622 | 1.890165 | 19.816786 | 0.7251 | 0.7066 | 0.4114 | 3.243864 | 2.868157 |
| 2459855 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.791413 | -1.467260 | 8.213154 | 1.207005 | 1.461859 | 0.697338 | 3.935730 | 21.697932 | 0.7062 | 0.7211 | 0.4460 | 2.921548 | 2.661232 |
| 2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.772656 | -1.703584 | 16.939893 | 1.596936 | 0.787931 | 0.277125 | 1.081847 | 34.023175 | 0.7181 | 0.7347 | 0.4500 | 3.292246 | 2.914002 |
| 2459853 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.122350 | -1.084705 | 21.720409 | 2.208989 | 4.229689 | 0.498467 | 0.922278 | 33.083776 | 0.7430 | 0.6868 | 0.4334 | 3.710240 | 3.243636 |
| 2459852 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.635407 | -1.180731 | 21.382546 | 2.918424 | 11.027363 | 0.694844 | 13.564304 | 5.373574 | 0.8039 | 0.8231 | 0.2852 | 6.775736 | 6.300726 |
| 2459851 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.865516 | 0.102255 | 23.880225 | 3.037842 | 9.890312 | 1.801039 | 6.138597 | 39.514424 | 0.7547 | 0.7282 | 0.3569 | 0.000000 | 0.000000 |
| 2459850 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.837239 | 19.269933 | 23.321016 | 25.554390 | 10.406474 | 19.969278 | 5.613863 | 14.750072 | 0.0301 | 0.0259 | 0.0009 | 1.218763 | 1.206549 |
| 2459849 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.898029 | -1.541313 | 46.998393 | 0.663151 | 7.209141 | 0.690557 | 2.683841 | 5.522233 | 0.0443 | 0.7443 | 0.4790 | 1.244713 | 3.692962 |
| 2459848 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.583646 | -0.844412 | 30.231630 | -0.181077 | 14.352594 | 1.292101 | 2.026216 | 3.701382 | 0.0445 | 0.7464 | 0.5017 | 1.211451 | 3.191841 |
| 2459847 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.692071 | -1.123806 | 28.245858 | 0.362884 | 21.675448 | 0.665060 | 0.655518 | 7.685976 | 0.0371 | 0.6817 | 0.4755 | 1.254369 | 4.928722 |
| 2459845 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 17.240560 | -1.050679 | 39.981753 | -1.011788 | 10.205546 | 1.839949 | 1.341952 | 3.591626 | 0.0519 | 0.7325 | 0.5160 | 1.230852 | 3.632731 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.395034 | 0.274224 | 7.229740 | 2.042297 | 0.842803 | 1.091081 | 5.093554 | 3.795202 | 0.0242 | 0.0240 | 0.0004 | nan | nan |
| 2459843 | digital_ok | 100.00% | 100.00% | 0.66% | 0.00% | 100.00% | 0.00% | 17.134018 | -1.216998 | 19.210039 | -0.045480 | 64.525695 | 0.161615 | 0.275924 | 2.287578 | 0.0383 | 0.7385 | 0.4811 | 1.310638 | 4.856865 |
| 2459842 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.174597 | -0.219232 | 8.883615 | -0.153595 | -0.113587 | 1.109312 | 0.166027 | 0.998578 | 0.0341 | 0.6662 | 0.3521 | 1.543194 | 5.474186 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.235214 | 3.466433 | 4.385865 | 0.146907 | 0.616644 | 9.410038 | 2.337859 | 2.817681 | 0.0240 | 0.0242 | 0.0005 | nan | nan |
| 2459840 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 116.175208 | 209.869168 | 55.975966 | 70.030588 | 461.030416 | 808.371503 | 1025.792991 | 1512.064191 | 0.0177 | 0.0162 | 0.0011 | nan | nan |
| 2459839 | digital_ok | 100.00% | - | - | - | - | - | 38.920323 | 60.093639 | 218.129723 | 178.850093 | 604.332331 | 246.537503 | 3489.822934 | 2271.668827 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.077705 | -1.717846 | 22.543939 | -0.757500 | 20.180605 | -0.769759 | 1.183280 | 3.752007 | 0.0364 | 0.6529 | 0.3964 | 0.000000 | 0.000000 |
| 2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0341 | 0.0325 | 0.0020 | nan | nan |
| 2459835 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.401479 | -0.612687 | 2.457294 | 1.214887 | -0.756874 | -0.667250 | -0.679504 | 1.793226 | 0.0332 | 0.0316 | 0.0014 | nan | nan |
| 2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.258856 | 0.000174 | 3.425840 | 1.785169 | 2.405573 | 4.182493 | 2.563861 | 2.845499 | 0.0293 | 0.0305 | 0.0020 | nan | nan |
| 2459832 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.312127 | -2.592428 | 25.241887 | -1.088267 | 14.115732 | -0.590575 | 1.146264 | 1.502837 | 0.0364 | 0.4827 | 0.2960 | 1.328332 | 3.369662 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.417639 | 0.811128 | -0.200722 | 2.642126 | 1.296934 | 2.072915 | 0.237254 | 1.484424 | 0.0291 | 0.0274 | 0.0017 | nan | nan |
| 2459830 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.615356 | -1.793404 | 35.940618 | -0.914344 | 40.020267 | 0.022291 | 3.143552 | 3.456910 | 0.0382 | 0.5038 | 0.2628 | 1.485859 | 5.533791 |
| 2459829 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.549416 | -2.432715 | 29.238714 | -0.138600 | 29.175813 | 1.153705 | 3.723308 | 5.399819 | 0.0384 | 0.6214 | 0.3279 | 1.166497 | 47.578462 |
| 2459828 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 25.376154 | -1.532532 | 31.512272 | -0.268180 | 36.799579 | 0.857900 | 7.956672 | 2.006051 | 0.0375 | 0.5022 | 0.2736 | 0.000000 | 0.000000 |
| 2459827 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.465660 | -1.548885 | 35.553667 | 0.243342 | 24.833922 | 0.018842 | -0.009547 | 1.325577 | 0.0317 | 0.0661 | 0.0593 | 0.000000 | 0.000000 |
| 2459826 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.785336 | -1.322335 | 39.854839 | -0.208916 | 49.124525 | 1.583303 | 5.002922 | 12.463379 | 0.0348 | 0.0613 | 0.0526 | 0.000000 | 0.000000 |
| 2459825 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.181370 | -1.354802 | 31.795661 | -1.032208 | 27.653164 | -0.783046 | -0.022249 | -0.119075 | 0.0362 | 0.0607 | 0.0524 | 0.858003 | 0.891002 |
| 2459824 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.196741 | -1.134691 | -0.713084 | -0.902117 | 0.488017 | -1.226252 | -0.242312 | 1.434749 | 0.0838 | 0.0717 | 0.0123 | 1.014963 | 1.019638 |
| 2459823 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.097482 | -0.601732 | -0.848384 | -0.869630 | -0.102488 | -0.435006 | -0.478248 | 1.335237 | 0.0823 | 0.0673 | 0.0120 | 0.875719 | 0.888579 |
| 2459822 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.314439 | -1.224648 | -0.426085 | -0.383167 | 0.205642 | 0.349690 | 0.468424 | -0.172805 | 0.0722 | 0.0584 | 0.0060 | 0.847640 | 0.852542 |
| 2459821 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.979455 | -1.647046 | -0.434266 | -0.199508 | -0.570925 | 0.378223 | 0.538367 | -0.480650 | 0.0585 | 0.0523 | 0.0062 | 1.332029 | 1.334542 |
| 2459820 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.305533 | -1.789833 | 0.376223 | 0.274849 | 3.128392 | -0.189623 | 1.893605 | 3.782598 | 0.0790 | 0.0676 | 0.0102 | 1.291089 | 1.293628 |
| 2459817 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.568605 | -1.270455 | -0.631800 | -0.385514 | -1.061469 | -0.571774 | -0.067426 | -0.205373 | 0.0831 | 0.0708 | 0.0072 | 1.226659 | 1.232332 |
| 2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.415495 | -1.620182 | -0.994670 | -1.167039 | -0.220554 | -0.649756 | 0.917902 | 6.847053 | 0.8476 | 0.5935 | 0.6016 | 3.917975 | 3.728611 |
| 2459815 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.071502 | -1.058962 | -1.005434 | -1.092765 | -0.033663 | -0.297204 | 1.975175 | 5.673784 | 0.8015 | 0.6621 | 0.5219 | 4.184682 | 4.787668 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 36.277167 | -0.396550 | -0.735478 | -1.062441 | -0.906707 | 2.165811 | 1.708710 | 36.277167 | 12.514755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 34.221805 | -0.574104 | 0.062727 | -1.146782 | -1.006781 | 1.567900 | 1.888072 | 34.221805 | 11.760065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 17.763465 | -0.110425 | -0.523566 | -1.047134 | -1.395879 | 2.179134 | 1.813336 | 5.457251 | 17.763465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 14.634394 | -0.310271 | -0.236160 | -0.927482 | -1.020983 | 3.277509 | 1.981865 | 3.574912 | 14.634394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 18.048614 | -0.324359 | -0.220145 | -0.846010 | -1.043857 | 2.874916 | 1.555697 | 4.520090 | 18.048614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 29.269304 | -0.513697 | -0.450312 | -1.102429 | -0.999434 | 1.706128 | 2.178938 | 29.269304 | 11.268624 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 27.349480 | -0.397319 | 0.183813 | -1.048483 | -1.097448 | 1.020050 | 1.464455 | 27.349480 | 9.174159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 14.410409 | -1.048019 | -0.304050 | -1.289714 | -1.151630 | 0.417638 | 0.804372 | 14.410409 | 3.267390 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Variability | 1.843911 | -0.963069 | -0.746841 | -0.871206 | -1.533517 | 1.843911 | 0.523243 | -0.125157 | -0.484893 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 19.602276 | -0.479998 | -0.931274 | -0.880880 | -0.845728 | 1.022165 | 1.784032 | 19.602276 | 3.547643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 25.445818 | 0.423078 | -0.649773 | -1.024435 | -1.020922 | 0.661141 | 0.392881 | 6.754937 | 25.445818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 18.788572 | -0.619007 | 0.248510 | -1.405270 | -1.212747 | 1.570985 | 3.040916 | 18.788572 | 7.413858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 16.934755 | 0.167610 | -0.738991 | -1.136585 | -1.575229 | 1.557908 | -0.645195 | 9.063958 | 16.934755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 11.046146 | -0.680963 | -0.504774 | -1.962750 | -0.868174 | 0.178051 | 2.156720 | 11.046146 | 3.926032 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 25.029011 | 0.047872 | -0.828007 | -1.158470 | -1.592454 | 1.157086 | -0.652191 | 6.416055 | 25.029011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 6.212036 | -0.832054 | 0.277020 | -1.875463 | -1.034764 | 0.098709 | 1.064712 | 6.212036 | 1.299594 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 12.069595 | -0.690786 | 0.496608 | -1.850220 | -1.157819 | 2.310610 | 0.741977 | 12.069595 | 1.350816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 0.497295 | 0.497295 | -0.925433 | -1.056094 | -1.530709 | -0.394888 | -0.250105 | -0.605814 | -0.426149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 6.356436 | -1.200056 | 0.132380 | 5.039082 | 1.777895 | 1.319672 | 1.523971 | 6.356436 | 1.520637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 17.995250 | -0.794028 | 0.232854 | -1.240784 | -0.973679 | -0.322960 | 0.986815 | 17.995250 | 4.941708 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 54.636614 | -0.626784 | 0.217663 | 4.905740 | 2.210985 | 1.265980 | 0.864377 | 54.636614 | 17.898764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 20.116866 | -0.179346 | 0.084237 | 3.875641 | 0.858952 | 0.347039 | 2.239535 | 20.116866 | 4.541654 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 53.420111 | -0.336745 | 0.059366 | 5.136069 | 1.042329 | 1.269642 | 2.003216 | 53.420111 | 17.056676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 27.105744 | -0.728216 | 0.190264 | 4.442685 | 1.308323 | 1.632706 | 1.939319 | 27.105744 | 8.141127 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 28.013608 | -0.367052 | 0.129964 | -0.828794 | -0.636918 | 0.019883 | 1.594449 | 28.013608 | 8.811678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 49.155895 | -0.379440 | 0.558220 | 6.141491 | 2.412764 | 1.414477 | 1.032522 | 49.155895 | 10.155698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 32.589339 | 1.005801 | -0.979910 | 1.209767 | 3.654858 | -0.960816 | 12.038826 | 7.802503 | 32.589339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 28.912380 | -0.364631 | -1.314705 | 1.265453 | 3.364193 | 1.162777 | 0.175506 | 1.998552 | 28.912380 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 51.534396 | 0.761851 | -1.049433 | 0.520802 | 1.183352 | 0.623825 | -0.163233 | 9.795048 | 51.534396 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 30.847435 | -0.511561 | -0.716301 | 0.005757 | 1.464330 | 1.625031 | 0.424879 | 1.468673 | 30.847435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 51.619394 | -1.136742 | -0.743460 | 2.673289 | 0.776723 | 1.260347 | 1.838190 | 51.619394 | 8.345099 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 21.002519 | -1.122191 | -0.422120 | 3.238547 | 0.929355 | 0.049764 | 0.450406 | 21.002519 | 3.803993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 56.201699 | 0.452861 | -1.159013 | 1.373653 | 2.545778 | 3.628477 | 1.485114 | 18.638779 | 56.201699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 22.909660 | 0.734960 | -1.511108 | 1.420851 | 2.941476 | 1.410984 | 1.176062 | 4.414968 | 22.909660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 66.128780 | -0.440059 | -0.715355 | 0.371746 | 2.220548 | 1.579262 | 0.432191 | 7.374366 | 66.128780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 42.410914 | -0.502421 | -0.567497 | 0.558995 | 1.619648 | 1.784454 | 0.100166 | 4.390692 | 42.410914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 16.782018 | -0.716124 | -1.030825 | 1.620410 | 1.035055 | 0.357081 | 3.044469 | 16.782018 | 6.147906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 21.006328 | -0.826609 | 0.058882 | 10.607540 | 1.220987 | 1.107992 | 0.933626 | 3.457567 | 21.006328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 64.192025 | -1.046142 | -1.725382 | -0.299101 | 7.052584 | 0.294238 | 1.096697 | 64.192025 | 14.267846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 32.447772 | -1.324694 | -0.899306 | -1.442169 | -0.527457 | 1.077847 | -0.601256 | 3.895892 | 32.447772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 14.854586 | -1.338299 | -0.970309 | 9.208840 | 0.217901 | 1.177056 | -0.433914 | 1.008120 | 14.854586 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 43.650089 | -0.775019 | -0.952903 | -0.412530 | -2.297753 | 0.142559 | 0.200689 | 43.650089 | 6.630388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 22.544171 | -1.322426 | -1.326849 | 7.929610 | 0.943835 | 1.084864 | 0.535932 | 5.933038 | 22.544171 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 13.264295 | -1.191613 | -0.842616 | -1.968383 | -0.640945 | -0.787057 | -0.609108 | 1.877529 | 13.264295 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 28.456871 | -0.714985 | -1.193926 | -0.715508 | -2.657474 | -0.442814 | -0.059299 | 28.456871 | 5.706956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 37.070348 | 2.625514 | 8.714143 | -0.128596 | -1.658811 | 10.924648 | 13.882673 | 37.070348 | 20.123718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 19.816786 | -1.034370 | -1.188884 | 7.823782 | 1.375086 | 1.137805 | 0.489622 | 1.890165 | 19.816786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 21.697932 | -1.467260 | -1.791413 | 1.207005 | 8.213154 | 0.697338 | 1.461859 | 21.697932 | 3.935730 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 34.023175 | -1.703584 | 4.772656 | 1.596936 | 16.939893 | 0.277125 | 0.787931 | 34.023175 | 1.081847 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 33.083776 | -1.084705 | 3.122350 | 2.208989 | 21.720409 | 0.498467 | 4.229689 | 33.083776 | 0.922278 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 21.382546 | 3.635407 | -1.180731 | 21.382546 | 2.918424 | 11.027363 | 0.694844 | 13.564304 | 5.373574 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 39.514424 | 2.865516 | 0.102255 | 23.880225 | 3.037842 | 9.890312 | 1.801039 | 6.138597 | 39.514424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Power | 25.554390 | 12.837239 | 19.269933 | 23.321016 | 25.554390 | 10.406474 | 19.969278 | 5.613863 | 14.750072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 46.998393 | 14.898029 | -1.541313 | 46.998393 | 0.663151 | 7.209141 | 0.690557 | 2.683841 | 5.522233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 30.231630 | -0.844412 | 13.583646 | -0.181077 | 30.231630 | 1.292101 | 14.352594 | 3.701382 | 2.026216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 28.245858 | -1.123806 | 15.692071 | 0.362884 | 28.245858 | 0.665060 | 21.675448 | 7.685976 | 0.655518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 39.981753 | -1.050679 | 17.240560 | -1.011788 | 39.981753 | 1.839949 | 10.205546 | 3.591626 | 1.341952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 13.395034 | 13.395034 | 0.274224 | 7.229740 | 2.042297 | 0.842803 | 1.091081 | 5.093554 | 3.795202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Variability | 64.525695 | -1.216998 | 17.134018 | -0.045480 | 19.210039 | 0.161615 | 64.525695 | 2.287578 | 0.275924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 10.174597 | 10.174597 | -0.219232 | 8.883615 | -0.153595 | -0.113587 | 1.109312 | 0.166027 | 0.998578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 14.235214 | 14.235214 | 3.466433 | 4.385865 | 0.146907 | 0.616644 | 9.410038 | 2.337859 | 2.817681 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 1512.064191 | 116.175208 | 209.869168 | 55.975966 | 70.030588 | 461.030416 | 808.371503 | 1025.792991 | 1512.064191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Discontinuties | 3489.822934 | 60.093639 | 38.920323 | 178.850093 | 218.129723 | 246.537503 | 604.332331 | 2271.668827 | 3489.822934 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 22.543939 | -1.717846 | 16.077705 | -0.757500 | 22.543939 | -0.769759 | 20.180605 | 3.752007 | 1.183280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 2.457294 | -0.612687 | 2.401479 | 1.214887 | 2.457294 | -0.667250 | -0.756874 | 1.793226 | -0.679504 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 6.258856 | 0.000174 | 6.258856 | 1.785169 | 3.425840 | 4.182493 | 2.405573 | 2.845499 | 2.563861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Shape | 30.312127 | 30.312127 | -2.592428 | 25.241887 | -1.088267 | 14.115732 | -0.590575 | 1.146264 | 1.502837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Power | 2.642126 | -0.417639 | 0.811128 | -0.200722 | 2.642126 | 1.296934 | 2.072915 | 0.237254 | 1.484424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Variability | 40.020267 | 30.615356 | -1.793404 | 35.940618 | -0.914344 | 40.020267 | 0.022291 | 3.143552 | 3.456910 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 29.238714 | -2.432715 | 28.549416 | -0.138600 | 29.238714 | 1.153705 | 29.175813 | 5.399819 | 3.723308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Variability | 36.799579 | -1.532532 | 25.376154 | -0.268180 | 31.512272 | 0.857900 | 36.799579 | 2.006051 | 7.956672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 35.553667 | 22.465660 | -1.548885 | 35.553667 | 0.243342 | 24.833922 | 0.018842 | -0.009547 | 1.325577 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Variability | 49.124525 | -1.322335 | 23.785336 | -0.208916 | 39.854839 | 1.583303 | 49.124525 | 12.463379 | 5.002922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Power | 31.795661 | -1.354802 | 26.181370 | -1.032208 | 31.795661 | -0.783046 | 27.653164 | -0.119075 | -0.022249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 1.434749 | 1.196741 | -1.134691 | -0.713084 | -0.902117 | 0.488017 | -1.226252 | -0.242312 | 1.434749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 1.335237 | -0.601732 | -0.097482 | -0.869630 | -0.848384 | -0.435006 | -0.102488 | 1.335237 | -0.478248 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Discontinuties | 0.468424 | -0.314439 | -1.224648 | -0.426085 | -0.383167 | 0.205642 | 0.349690 | 0.468424 | -0.172805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Discontinuties | 0.538367 | -1.647046 | -0.979455 | -0.199508 | -0.434266 | 0.378223 | -0.570925 | -0.480650 | 0.538367 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 3.782598 | -0.305533 | -1.789833 | 0.376223 | 0.274849 | 3.128392 | -0.189623 | 1.893605 | 3.782598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | ee Temporal Discontinuties | -0.067426 | -0.568605 | -1.270455 | -0.631800 | -0.385514 | -1.061469 | -0.571774 | -0.067426 | -0.205373 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 6.847053 | -1.620182 | -0.415495 | -1.167039 | -0.994670 | -0.649756 | -0.220554 | 6.847053 | 0.917902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Temporal Discontinuties | 5.673784 | -1.058962 | 0.071502 | -1.092765 | -1.005434 | -0.297204 | -0.033663 | 5.673784 | 1.975175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | N12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |